Probabilistic reasoning in intelligent systems: networks of plausible inference
Probabilistic reasoning in intelligent systems: networks of plausible inference
Elements of information theory
Elements of information theory
International Journal of Computer Vision
Artificial intelligence: a modern approach
Artificial intelligence: a modern approach
Computer Vision: A Modern Approach
Computer Vision: A Modern Approach
ROC curves and video analysis optimization in intestinal capsule endoscopy
Pattern Recognition Letters - Special issue: ROC analysis in pattern recognition
MPEG-7 Visual Descriptors—Contributions for Automated Feature Extraction in Capsule Endoscopy
IEEE Transactions on Circuits and Systems for Video Technology
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Capsule endoscopy has been proved efficient in examining the small intestine. A lot of work has been devoted to the study of capsule videos to assist the diagnosis. Different from previous approaches which worked off-line and couldn't be applied in active capsule controls, in this paper we proposed an in situ capsule video analysis method, which operates in real-time and provides the first event detection-based scheme for capsule techniques. Specifically, first we established a theoretical computing framework. The method addresses two key points: one is to merge the surgeon's expertise into the system, and the other is to identify unusual events. Then we evaluated the method by some empirical experiments. The preliminary results verified the usefulness of the method.